Module 12: Duality and Classifiers

Learning Objectives

• Dual Formulation of Optimization Problems
• Lagrange Multipliers
• Linear and Nonlinear Classifiers, LDA
• Support Vector Machines

Readings

Sections 8.1, 8.2, 8.6, 8.7, 8.8 Convex Optimization